Chuan Chen

Australian National University — Australia

Computer Science · Physical Sciences

34h-index5.6kcitations308works3.62yr avg
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Research Topics

Advanced Graph Neural Networks(54), Privacy-Preserving Technologies in Data(39), Complex Network Analysis Techniques(32), Recommender Systems and Techniques(23), Blockchain Technology Applications and Security(17)

Publications308 total

FedBRB: A Solution to the Small-to-Large Scenario in Device-Heterogeneity Federated Learning
IEEE Transactions on Mobile Computing·2025
ParaAegis: Parallel Protection for Flexible Privacy-preserved Federated Learning
arXiv (Cornell University)·2025Open Access
Nitric Oxide-Loaded Nanobubbles for Ultrasound-Activated Therapy of Renal Fibrosis
ACS Applied Bio Materials·2025
Federated Domain Generalization with Decision Insight Matrix
2025
FedBG: Proactively Mitigating Bias in Cross-Domain Graph Federated Learning Using Background Data
2025
Learn from Global Rather Than Local: Consistent Context-Aware Representation Learning for Multi-View Graph Clustering
2025
A Review on Lightweighting Methods for Deep Learning Models of PHM in Airborne Mechatronic Systems
2025
Computer simulation of wave growth and instabilities in gas–liquid stratified pipe flow
International Journal of Modern Physics C·2025
Board-Level Assembly Challenges and Tim Selections for the Large-Size Fcbga Packages
2025
Effects of Ammonium on Assimilate Translocation and Storage Root Growth in Sushu16 in Root-Swelling Stage
Agronomy·2025· 1 citedOpen Access
The Mineralization Mechanism of the Axi Gold Deposit in West Tianshan, NW China: Insights from Fluid Inclusion and Multi-Isotope Analyses
Minerals·2025Open Access
Understanding Risk Preference and Risk Perception When Adopting High-Risk and Low-Risk AI Technologies
International Journal of Human-Computer Interaction·2025· 5 cited
Mutual GNN-MLP distillation for robust graph adversarial defense
Neural Networks·2025· 1 cited
Synthetic microbiome and biochar enhanced human feces aerobic mesophilic composting
Resources Conservation and Recycling·2025· 9 cited
Abstract 6072: Engineering and preclinical development of an anti-TROP2/PD-L1 bispecific antibody drug conjugate (ADC) for enhanced anti-tumor efficacy
Cancer Research·2025
Beyond Federated Prototype Learning: Learnable Semantic Anchors with Hyperspherical Contrast for Domain-Skewed Data
Proceedings of the AAAI Conference on Artificial Intelligence·2025Open Access
Federated Domain-Independent Prototype Learning With Alignments of Representation and Parameter Spaces for Feature Shift
IEEE Transactions on Mobile Computing·2025· 4 cited
THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings
Proceedings of the AAAI Conference on Artificial Intelligence·2025· 3 citedOpen Access
Parameter-oriented contrastive schema and multi-level knowledge distillation for heterogeneous federated learning
Information Fusion·2025· 2 cited
Learn the global prompt in the low-rank tensor space for heterogeneous federated learning
Neural Networks·2025· 1 cited
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Frequent Co-authors

Zibin Zheng(26), Fanghua Ye(8), Weibo Hu(6), Jiajing Wu(5), Wuhui Chen(4), Yaomin Chang(4), Zibin Zheng(3), Yuren Zhou(3), Michael K. Ng(3), Jing‐Hua Yang(3), Lin Shu(3), Huawei Huang(2), Weili Chen(2), Xiaoli Li(2), Siran Zhao(2), Junfeng Peng(2), Mi Ζhou(2), Xiaohua Xie(2), Yuqi Zhou(2), Lele Fu(2)